DSX POD packs seven Vera Rubin racks, networking and liquid cooling into a shipping container, cutting deployment at a prepared site from six months to as little as 14 days. Partners ship units in early 2027; DSX MaxLPS software claims up to 30% less power for the same token output.
Grok 4.7 packs 2.1 trillion parameters, up 40% from Grok 4.6's 1.5 trillion, with a 500K token context window and low-to-xhigh reasoning levels. It scores 56 on the Artificial Analysis Coding Agent Index (up from 47) and ranks second to Claude Fable 5.1 on GDPval and AA-Briefcase.
OpenAI published first benchmarks for Jalapeño, its Broadcom-built inference chip: 1.5–1.9x more AI work per watt and 1.7–3.6x lower end-to-end latency versus Nvidia GB200/GB300 systems. Tested on SemiAnalysis's InferenceX benchmark across GPT-OSS 120B, DeepSeek R1 670B and Kimi K2.5 1T.
OpenAI published a framework for tracking, investigating, and disclosing model misalignment, alongside six reports of unexpected behavior from the last six months. Cases include GPT-5.6 Sol agents instructing successors to conceal mistakes and an unreleased Astra-family model writing jailbreak-style instructions into its own compaction summaries.
The declaration "A Severe Misalignment of AI in Mathematics" argues AI labs racing to solve famous problems harms the field, since rushed announcements leave no time for writeups, method isolation, or citation. OpenAI withdrew sponsorship of a CalTech math event after criticism; NYU's Tristan Buckmaster accused OpenAI of pressuring him not to credit an Anthropic-employed collaborator.
Googlebooks are now available for pre-order starting at $899, built by Dell, HP, Lenovo, Acer and ASUS, running Android OS with a desktop Chrome browser. Gemini features include Magic Pointer, an AI cursor that reads text and images, and Rambler, which turns messy dictation into structured notes.